Thu.Oct 24, 2024

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The Grand Challenge of Sustainable AI

insideBIGDATA

In this contributed article, Michela Taufer, Ph.D. and Chandra Krintz, Ph.D., highlight that as we unlock AI's full potential, society faces an unsettling paradox: the technology used to solve global problems may exacerbate one of our most pressing challenges - climate change.

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What is LangChain? Key Features, Tools, and Use Cases

Data Science Dojo

Applications powered by large language models (LLMs) are revolutionizing the way businesses operate, from automating customer service to enhancing data analysis. In today’s fast-paced technological landscape, staying ahead means leveraging these powerful tools to their full potential. For instance, a global e-commerce company striving to provide exceptional customer support around the clock can implement LangChain to develop an intelligent chatbot.

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Trending Sources

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Unlock AI’s Full Potential: How to Overcome Enterprises’ Biggest Data and Infrastructure Challenges

insideBIGDATA

In this contributed article, Mohsin Hussain, Chief Technology Officer at LiveRamp, believes that as AI models become more sophisticated and accessible, many companies are entering an AI “arms race.” To ensure success, companies must fortify their enterprise systems with more robust and higher-quality data.

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Open Source Security at Databricks

databricks

The Databricks Product Security team is deeply committed to ensuring the security and integrity of its products, which are built on top of.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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5 Free Courses to Understand Machine Learning Algorithms

KDnuggets

To help you navigate this complex subject, we’ve compiled five free online courses that will give you a solid foundation in machine learning algorithms.

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Bringing Together Data Intelligence and Evaluation Intelligence: Databricks Ventures Invests in Galileo

databricks

Our customers say their biggest challenge in getting Generative AI from pilot to production is the " measurement problem." It's hard to.

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More Trending

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Building a Cost-Optimized Chatbot with Semantic Caching

databricks

Chatbots are becoming valuable tools for businesses, helping to improve efficiency and support employees. By sifting through troves of company data and.

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How to Use Hugging Face Transformers for Text-to-Speech Applications

KDnuggets

To use Hugging Face Transformers for Text-to-Speech, load a pre-trained TTS model and input the text you want to convert to speech. The model will generate audio, which you can save or play directly.

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Security Research on Private Cloud Compute

Hacker News

Private Cloud Compute (PCC) fulfills computationally intensive requests for Apple Intelligence while providing groundbreaking privacy and security protections — by bringing our industry-leading device security model into the cloud. To build public trust in our system, we’re making it possible for researchers to inspect and verify PCC’s security and privacy guarantees by releasing tools and resources including a comprehensive PCC Security Guide, the software binaries and source code of key

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Fine-tuning Llama 3.2 Using Unsloth

KDnuggets

Unsloth is a user-friendly framework, offering fast inference and fine-tuning for large language models. It also supports saving models in multiple formats, including vLLM and GGUF.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Divide-or-Conquer? Which Part Should You Distill Your LLM?

Machine Learning Research at Apple

Recent methods have demonstrated that Large Language Models (LLMs) can solve reasoning tasks better when they are encouraged to solve subtasks of the main task first. In this paper we devise a similar strategy that breaks down reasoning tasks into a problem decomposition phase and a problem solving phase and show that the strategy is able to outperform a single stage solution.

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Free AI-Powered Interview Preparation Tool by 365 Data Science

KDnuggets

InterviewAce is now available for free to all 365 Data Science users, marking a significant addition to the platform's suite of career development tools.

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Official Raspberry Pi NVMe SSD Review

Hacker News

Rumours had been swirling regarding a range of official Raspberry Pi NVMe SSDs and yesterday was the day that these came to light, only a week or so after

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Character AI in legal trouble after 14-year-old’s devastating loss

Dataconomy

Character AI is facing legal action following the tragic death of 14-year-old Sewell Setzer III, who died by suicide after using the platform. His mother, Megan Garcia, has filed a lawsuit against the company, its founders Noam Shazeer and Daniel De Freitas, and Google. The suit claims negligence, wrongful death, and product liability, alleging that the platform lacked the necessary safety measures to protect vulnerable users like her son.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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70% of meteorites from 3 collisions in asteroid belt within past 40M years

Hacker News

Scientists have traced 70% of meteorite falls to three collisions that occurred in the asteroid belt within the past 40 million years.

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How to Optimize Computer Vision Models for Use in Consumer Apps

Dataconomy

Computer vision is one of the most influential areas of artificial intelligence, changing nearly every aspect of our lives, on par with generative AI. From medical image analysis and autonomous vehicles to security systems, AI-powered computer vision is critical in enhancing safety, efficiency, and healthcare through technologies like object detection, facial recognition, and image classification.

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LibLISA – Instruction Discovery and Analysis on x86-64

Hacker News

libLISA derives x86-64 instruction semantics bottom-up from CPU behavior. The semantics are machine-readable and CPU-specific.

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AMD Ryzen 7 9800X3D leak suggests 8% more gaming performance

Dataconomy

A recent leak has given us a detailed look at what to expect from AMD’s upcoming Ryzen 7 9800X3D processor. According to a marketing slide obtained by VideoCardz , the 9800X3D will feature an 8% performance boost in gaming compared to its predecessor, the Ryzen 7 7800X3D. Set to launch officially on November 7th, this new processor has been generating considerable interest among enthusiasts, and the leaked information offers some insight into its expected capabilities, compatibility, and feature

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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The brain's waste clearing lymphatic system shown in people for first time

Hacker News

A study in five volunteers undergoing surgery confirmed the existence of channels that may help drain waste from the brain.

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Runway Act-One generates animations from video and voice inputs

Dataconomy

Runway has announced the release of its latest tool, Act-One, designed to enhance character animation with greater realism and expressiveness. This new addition to the Gen-3 Alpha suite marks a significant advancement in how generative models are used for creating live action and animated content. How does Runway’s Act-One work? Traditionally, creating facial animations requires complex workflows involving motion capture, manual face rigging, and multiple footage references.

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BYD EV Teardown In Japan Reveals The Secret To Its Affordability

Hacker News

China is way ahead of Japan (and most of the world) when it comes to EVs, and it doesn't look like it will catch up anytime soon.

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Why Siri isn’t ChatGPT: Federighi on Apple’s approach to AI

Dataconomy

Apple’s head of software, Craig Federighi, recently sat down with The Wall Street Journal to discuss the company’s cautious approach to artificial intelligence and the future of Siri. While Apple has been slower to roll out generative AI tools compared to competitors, Federighi stressed the importance of doing things the right way, with a focus on privacy and user experience.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Quit Social Media

Hacker News

Anti-Social Grumblings I recently gave a deliberatively provocative TEDx talk titled “quit social media” (see the video above). The theme of the event was “visions.

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Data room software: The essential tool for startups and small businesses

Dataconomy

Today efficient and secure data management is more vital than ever in the rapidly changing business world. Small businesses and startups, in particular, can greatly benefit from embracing innovative solutions to streamline processes and increasingly leveraging advanced technologies to stay competitive. Among these technological innovations, virtual data rooms (VDRs) have become valuable means of providing a secure and efficient way for small businesses and startups to manage and share informatio

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The Lion of St. Mark's Square in Venice Is Chinese: Isotopic Analyses Confirm It

Hacker News

The Famous Lion of St. Mark's Square in Venice is Chinese: Isotopic Analyses Confirm its Origins, Possibly Brought by Marco Polo's Family.

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Bringing Confidence to your Retrieval Augmented Generation (RAG) Solutions with Ragas

IBM Data Science in Practice

Retrieval Augmented Generation (RAG) is one of the most popular Large Language Models use cases. Nearly every organization has a messy/lengthy/confusing corpus of documents they would like to get insights and answers from. However, can we trust the RAG approach in all cases? Let’s review the RAG process, and dive into the latest way to gain confidence in the model selection process and trust in your solution’s answers.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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How one engineer beat the ban on home computers in socialist Yugoslavia

Hacker News

In Lewis Packwood’s book Curious Video Game Machines, Voja Antonić explains how he built a console and published instructions for anyone to make their own

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Google Pixel 10 and Pixel 11 are leaked

Dataconomy

A major leak has revealed key details about Google’s future Pixel 10 and Pixel 11 smartphones, including specifications for the new Tensor G5 and G6 chips. The leak, reported by Notebookcheck , gives a glimpse into what users can expect from Google’s 2025 and 2026 flagship releases. Leaked: Google Pixel 10 and Pixel 11 will feature Tensor G5 and G6 respectively The leak indicates that the Pixel 10, set for release in 2025, will feature the Tensor G5 chip, which will be Google’s first proce

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Becoming physically immune to brute-force attacks (2021)

Hacker News

Using thermal physics, cosmology, and computer science to calculate password vulnerability to the biggest possible brute-force attack.

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Super charge your LLMs with RAG at scale using AWS Glue for Apache Spark

AWS Machine Learning Blog

Large language models (LLMs) are very large deep-learning models that are pre-trained on vast amounts of data. LLMs are incredibly flexible. One model can perform completely different tasks such as answering questions, summarizing documents, translating languages, and completing sentences. LLMs have the potential to revolutionize content creation and the way people use search engines and virtual assistants.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.